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tqchen 2015-01-16 10:53:31 -08:00
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@ -12,7 +12,7 @@ All these features comes from the facts about small rabbit:)
* Portable: rabit is light weight and runs everywhere * Portable: rabit is light weight and runs everywhere
- Rabit is a library instead of a framework, a program only needs to link the library to run - Rabit is a library instead of a framework, a program only needs to link the library to run
- Rabit only replies on a mechanism to start program, which was provided by most framework - Rabit only replies on a mechanism to start program, which was provided by most framework
- You can run rabit programs easily on many platforms, including Hadoop, MPI using the same code - You can run rabit programs on many platforms, including Hadoop, MPI using the same code
* Scalable and Flexible: rabit runs fast * Scalable and Flexible: rabit runs fast
* Rabit program use Allreduce to communicate, and do not suffer the cost between iterations of MapReduce abstraction. * Rabit program use Allreduce to communicate, and do not suffer the cost between iterations of MapReduce abstraction.
- Programs can call rabit functions in any order, as opposed to frameworks where callbacks are offered and called by the framework, i.e. inversion of control principle. - Programs can call rabit functions in any order, as opposed to frameworks where callbacks are offered and called by the framework, i.e. inversion of control principle.